Agent Skills

scraping-instagram-posts-by-hashtag

Scrapes Instagram posts for any hashtag using apidojo's Instagram scraper on Apify. Triggers when the user asks to: get Instagram posts for a hashtag, scrape Instagram content by tag, export Instagram post data for a keyword or topic, fetch posts under an Instagram challenge or trend, collect Instagram media for a specific tag, or download Instagram post metadata by hashtag. Returns post URL, caption, like count, comment count, author handle, and timestamp per post. Ideal for trend analysts, UGC

Install

npx skills add https://github.com/apidojo-io/apidojo-skills --skill scraping-instagram-posts-by-hashtag
SKILL.md

Scraping Instagram Posts by Hashtag

Raw Instagram post dataset for any hashtag. Returns post-level metadata including engagement and author info.

Prerequisites

  • APIFY_TOKEN environment variable set
  • Optional: Apify MCP server installed

Inputs

Parameter Type Required Default Notes
startUrls array Optional [] Instagram hashtag search URLs
keyword string Optional — Hashtag keyword to search (e.g. fitness)
getReels boolean Optional false Include Reels in results
getPosts boolean Optional true Include regular posts in results
until string Optional — Date filter (YYYY-MM-DD)
maxItems number Optional Unlimited Maximum posts to return
customMapFunction string Optional — JavaScript function to transform each output object

Workflow

Progress:
- [ ] Step 1: Normalize hashtag input
- [ ] Step 2: Run instagram-scraper
- [ ] Step 3: Poll for SUCCEEDED
- [ ] Step 4: Deliver post dataset

Step 2: Run the Actor

Recommended — run_actor.js (handles waiting, output, and file saving automatically):

# Quick answer (prints table to chat)
node scripts/run_actor.js \
  --actor "apidojo~instagram-hashtag-scraper" \
  --input '{"param": "value"}'

# Save as CSV
node scripts/run_actor.js \
  --actor "apidojo~instagram-hashtag-scraper" \
  --input '{"param": "value"}' \
  --output YYYY-MM-DD_results.csv --format csv

# Save as JSON
node scripts/run_actor.js \
  --actor "apidojo~instagram-hashtag-scraper" \
  --input '{"param": "value"}' \
  --output YYYY-MM-DD_results.json --format json

APIFY_TOKEN must be set in environment or .env file.

If Apify MCP is available:

Tool: apify:run-actor
Actor: "apidojo~instagram-hashtag-scraper"
Input:
{
  "keywords": ["tag1", "tag2"],
  "maxItems": 100,
  "mediaType": "all"
}

REST API fallback:

curl -X POST \
  "https://api.apify.com/v2/acts/apidojo~instagram-hashtag-scraper/runs?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"keywords": ["tag1"], "maxItems": 100}'

Save id as RUN_ID. Poll until status = SUCCEEDED:

curl "https://api.apify.com/v2/actor-runs/$RUN_ID?token=$APIFY_TOKEN" | grep '"status"'

Fetch results:

curl "https://api.apify.com/v2/actor-runs/$RUN_ID/dataset/items?token=$APIFY_TOKEN&format=json"

Step 3: Handle Edge Cases

  • Banned hashtag: Instagram hides some hashtags — returns 0. Try parent category.
  • Only top posts returned: Instagram limits hashtag feeds; very popular tags may return only top posts.
  • Private account posts: Post metadata visible but media URL may be restricted.

Output Format

# Instagram Post Dataset: #<hashtag>
Posts collected: N | Media type: all/image/video

| Post ID | Author | Caption (truncated) | Likes | Comments | Type | Timestamp |
|---------|--------|---------------------|-------|----------|------|-----------|
| ...     | ...    | ...                 | ...   | ...      | ...  | ...       |

Available fields: id, ownerUsername, caption, likesCount, commentsCount, type,
timestamp, url, mediaUrl, hashtags, mentions

Troubleshooting

0 results: Hashtag may be banned or restricted by Instagram. Rate limiting: Keep maxItems ≤ 200 per run; space runs 5 minutes apart.

Search skills and MCP servers

Fuzzy search across 23,137 skills and servers